| Cross-validation pitfalls when selecting and assessing regression and classification models D Krstajic, LJ Buturovic, DE Leahy, S Thomas Journal of cheminformatics 6, 1-15, 2014 | 922 | 2014 |
| Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ... JAMA network open 3 (3), e200265-e200265, 2020 | 315 | 2020 |
| Multicenter validation of a 1,550-gene expression profile for identification of tumor tissue of origin FA Monzon, M Lyons-Weiler, LJ Buturovic, CT Rigl, WD Henner, C Sciulli, ... J Clin Oncol 27 (15), 2503-2508, 2009 | 218 | 2009 |
| Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open … J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ... The Lancet Oncology 18 (1), 132-142, 2017 | 161 | 2017 |
| Validation and reproducibility of a microarray-based gene expression test for tumor identification in formalin-fixed, paraffin-embedded specimens R Pillai, R Deeter, CT Rigl, JS Nystrom, MH Miller, L Buturovic, ... The Journal of molecular diagnostics 13 (1), 48-56, 2011 | 139 | 2011 |
| Interlaboratory performance of a microarray-based gene expression test to determine tissue of origin in poorly differentiated and undifferentiated cancers CI Dumur, M Lyons-Weiler, C Sciulli, CT Garrett, I Schrijver, TK Holley, ... The Journal of Molecular Diagnostics 10 (1), 67-77, 2008 | 111 | 2008 |
| A generalizable 29-mRNA neural-network classifier for acute bacterial and viral infections MB Mayhew, L Buturovic, R Luethy, U Midic, AR Moore, JA Roque, ... Nature communications 11 (1), 1177, 2020 | 86 | 2020 |
| Toward Bayes-optimal linear dimension reduction LJ Buturovic IEEE transactions on pattern analysis and machine intelligence 16 (4), 420-424, 1994 | 40 | 1994 |
| PCP: a program for supervised classification of gene expression profiles LJ Buturović Bioinformatics 22 (2), 245-247, 2006 | 37 | 2006 |
| Clinical validation of an immunohistochemistry‐based CanAssist‐Breast test for distant recurrence prediction in hormone receptor‐positive breast cancer patients MM Bakre, C Ramkumar, AK Attuluri, C Basavaraj, C Prakash, L Buturovic, ... Cancer Medicine 8 (4), 1755-1764, 2019 | 34 | 2019 |
| Analysis and algorithms for protein sequence-structure alignment RH Lathrop, RG Rogers, J Bienkowska, BKM Bryant, LJ Buturovic, ... New Comprehensive Biochemistry 32, 227-283, 1998 | 33 | 1998 |
| A novel method for classification of tabular data using convolutional neural networks L Buturović, D Miljković BioRxiv, 2020.05. 02.074203, 2020 | 29 | 2020 |
| The optimization and biological significance of a 29-host-immune-mRNA panel for the diagnosis of acute infections and sepsis YD He, EM Wohlford, F Uhle, L Buturovic, O Liesenfeld, TE Sweeney Journal of Personalized Medicine 11 (8), 735, 2021 | 27 | 2021 |
| A novel 29-messenger RNA host-response assay from whole blood accurately identifies bacterial and viral infections in patients presenting to the emergency department with … W Bauer, K Kappert, N Galtung, D Lehmann, J Wacker, HK Cheng, ... Critical care medicine 49 (10), 1664-1673, 2021 | 26 | 2021 |
| High precision prediction of functional sites in protein structures L Buturovic, M Wong, GW Tang, RB Altman, D Petkovic PloS one 9 (3), e91240, 2014 | 23 | 2014 |
| Improving k-nearest neighbor density and error estimates LJ Buturović Pattern Recognition 26 (4), 611-616, 1993 | 23 | 1993 |
| Development of a novel proteomic risk-classifier for prognostication of patients with early-stage hormone receptor–positive breast Cancer C Ramkumar, L Buturovic, S Malpani, A Kumar Attuluri, C Basavaraj, ... Biomarker insights 13, 1177271918789100, 2018 | 21 | 2018 |
| Evaluation of a machine learning-based prognostic model for unrelated hematopoietic cell transplantation donor selection L Buturovic, J Shelton, SR Spellman, T Wang, L Friedman, D Loftus, ... Biology of Blood and Marrow Transplantation 24 (6), 1299-1306, 2018 | 21 | 2018 |
| Prospective validation of a transcriptomic severity classifier among patients with suspected acute infection and sepsis in the emergency department N Galtung, E Diehl-Wiesenecker, D Lehmann, N Markmann, ... European Journal of Emergency Medicine 29 (5), 357-365, 2022 | 18 | 2022 |
| Analytical validation of CanAssist-Breast: an immunohistochemistry based prognostic test for hormone receptor positive breast cancer patients AK Attuluri, CPV Serkad, A Gunda, C Ramkumar, C Basavaraj, ... BMC cancer 19, 1-10, 2019 | 18 | 2019 |
